Yuedong CHEN

🤖🧠👌🏼 I prefer simple and interesting ideas


2021
I am a PhD Candidate with Monash University, supervised by Prof. Jianfei Cai and A/Prof. Tat-Jen Cham. Currently I am very much interested in inferring and manipulating 3D scenes by simply leveraging 2D data, therefore I choose my PhD research topic as generating and editing 3D scenes with 2D observations.
2019 - 2021
I was a Research Assistant at IMI NTU, supervised by Prof. Jianfei Cai and A/Prof. Tat-Jen Cham. This is where I started building up basic skills for doing research. At that time my research topic centered around enhancing emotion recognition with human prior knowledge.

I had my ups and downs in Singapore. Work got rejected thousand times, nightmare of Australia visa, covid-19 circuit breaker, friendly Chinese Malaysian flatmates, cycled around The Red Dot...
2018 - 2019
I was a Research Intern at Lenovo Research working with Jianfeng Wang on facial expression recognition applications.
2016 - 2018
MEng at iSEE SYSU, supervised by A/Prof. Xiaohua Xie. Those two years passed by very quickly and I mainly explored somethings related to motion deblur with deep learning.
2012 - 2016
BEng at Sun Yat-sen University. This is the place where I know what is ''coding'' for the first time, and I managed to get a degree of Software Engineering from it at the end. I also spent a wonderful semester as an exchange student at National Chi Nan University in 2014.
Selected Publications
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields
ECCV 2022
Yuedong Chen, Qianyi Wu, Chuanxia Zheng, Tat-Jen Cham, and Jianfei Cai
[arXiv] [code] [project page] [demo video]
Object-Compositional Neural Implicit Surfaces
ECCV 2022
Qianyi Wu, Xian Liu, Yuedong Chen, Kejie Li, Chuanxia Zheng, Jianfei Cai, and Jianmin Zheng
[arXiv] [code] [project page] [demo video]
Towards Unbiased Visual Emotion Recognition via Causal Intervention
ACM Multimedia 2022
Yuedong Chen, Xu Yang, Tat-Jen Cham, and Jianfei Cai
[arXiv] [code]
GeoConv: Geodesic Guided Convolution for Facial Action Unit Recognition
Pattern Recognition 2022
Yuedong Chen, Guoxian Song, Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, and Jianmin Zheng
[arXiv] [code (coming soon)]
Facial Motion Prior Networks for Facial Expression Recognition
VCIP 2019 (Oral)
Yuedong Chen, Jianfeng Wang, Shikai Chen, Zhongchao Shi, and Jianfei Cai
[arXiv] [code]

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